Close the analytics decision loop

The move: design the loop, not just the feed. OODA gives real-time analytics a simple test: can the organization observe, orient, decide, and act quickly enough for the decision at hand? Observe The metric changes. This is the part dashboards usually handle well. Orient The team interprets the signal against context: expected baseline, known incidents, campaign calendar, data freshness, and confidence. Decide Someone with clear authority chooses the response. Without decision rights, live data turns into live debate. Act The team changes staffing, throttles a campaign, opens an incident, changes a threshold, or contacts a partner. Then the loop watches…

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